... benefits of GenAI and ensure content reflects their organization’s strategy and voice, CCOs and their teams must customize their large language model (LLM). Use this research to learn about four approaches to doing so. Insights at a Glance Issue Context Impact Brief More Detail Gartner Recommended Reading ...
Analyst(s): Rachel Waxman | Elizabeth Kilbride | Andrew Frank
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... Gartner First Takes Fresh insights on emerging trends Microsoft’s introduction of MDASH is a call for CISOs and software engineering leaders to immediately prepare their engineering practices, architecture, and code for automated remediation. The internal product successfully uncovered 16 previously u ...
Analyst(s): William Dupre | Tigran Egiazarov | Dionisio Zumerle
... Access Insights Already a Gartner client? Small language models offer specialized, highly accurate cybersecurity threat detection and response, while significantly cutting operational costs compared to generic, large models. Product leaders must integrate SLMs into their security roadmaps to improve t ...
... Access Insights Already a Gartner client? The securing AI market will post exceptional growth to eclipse decades-old security markets, but many vendors will struggle to win market share. Product executives, particularly in providers other than the large incumbent vendors, must focus on modular, headle ...
... As performance gains in latest-frontier LLMs plateau, AI leaders must shift focus from relying on stand-alone LLMs to leveraging them as components within broader AI systems that incorporate diverse AI techniques and strong data, engineering, monitoring and security practices. Insights at a Glance Key ...
Analyst(s): Leinar Ramos | Ben Yan | Pieter den Hamer | Birgi Tamersoy
... Identity architects must adapt IAM systems to manage AI agents’ unique characteristics, ensuring secure, accountable and auditable interactions. This research highlights the need for a unified framework to extend IAM controls to AI agents. Overview Analysis Recommendations Conclusion Gartner Recommended ...
... foundational GenAI model race is for one of the two last-man-standing positions. Given the cost, complexity, and skills required to create and maintain LLMs, market revenue will only support two vendors. Insights at a Glance Strategic Planning Assumption Issue Context Impact Brief Implications Gartner Recommended ...
Analyst(s): Will Sommer | Linglan Wang | John Lovelock
... Current large language model‑based text‑to‑SQL approaches often struggle with accuracy and reliability in real‑world implementation scenarios. This research provides architects and data scientists with best practices to improve these generative AI initiative outcomes and practical deployment options ...
... domain-specific large language models in favor of general-purpose LLMs due to the need for increased precision, cost-efficiency and regulatory compliance. Healthcare provider CIOs can use this research to understand the benefits and risks of domain-specific LLMs. Overview Introduction Description Benefits and Uses ...